| # | Skill | Devs | Calls | Tokens |
|---|---|---|---|---|
| 01 | superpowers:writing-plans | 31 | 33,533 | 9.11B |
| 02 | workflow-authoring | 24 | 55,939 | 8.18B |
| 03 | code-review | 57 | 51,998 | 8.03B |
| # | MCP tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | claude-in-chrome · browser_batch | 79 | 35,752 | 10.21B | 5% |
| 02 | ccd_turn · update_plan | 67 | 61,457 | 9.74B |
npx whoburnedmore CLI reads the local usage logs coding agents already keep and submits daily aggregate token totals per tool and model — never prompts, code or file names. Panel = 221 listed developers who opted in publicly, including subscription usage (Claude Code, Cursor, Codex) that API-gateway rankings never see. Costs estimated from public per-token pricing. what we collect · leaderboard · state of AI coding| 04 |
| verea-review |
| 2 |
| 47,722 |
| 7.73B |
| 05 | loop | 33 | 17,027 | 7.25B |
| 06 | superpowers:brainstorming | 45 | 38,023 | 5.84B |
| 07 | superpowers:test-driven-development | 28 | 14,790 | 4.90B |
| 08 | superpowers:systematic-debugging | 40 | 25,543 | 4.82B |
| 09 | superpowers:subagent-driven-development | 22 | 32,364 | 4.62B |
| 10 | dataviz | 76 | 14,077 | 4.18B |
| 11 | deep-research | 48 | 83,436 | 3.71B |
| 12 | cook | 4 | 10,608 | 3.70B |
| 13 | claude-api | 95 | 14,404 | 3.63B |
| 14 | review_completions | 1 | 28,232 | 3.56B |
| 15 | anthropic-skills:peak-web-redesign | 1 | 10,451 | 3.55B |
| 16 | anthropic-skills:chrome-browser | 19 | 9,100 | 3.40B |
| 17 | frontend-design:frontend-design | 30 | 13,029 | 3.17B |
| 18 | bmad-dev-story | 2 | 13,060 | 3.03B |
| 19 | claude-in-chrome | 62 | 14,378 | 2.90B |
| 20 | cook-quick-mobile | 1 | 8,805 | 2.61B |
| 21 | canti:review-plan-fix-loop | 1 | 14,641 | 2.61B |
| 22 | superpowers:dispatching-parallel-agents | 9 | 9,210 | 2.55B |
| 23 | security-review | 13 | 12,786 | 2.24B |
| 24 | artifact-design | 91 | 8,223 | 2.15B |
| 25 | simplified-technical-english | 4 | 9,681 | 2.03B |
| 26 | mobile-verify-sim | 1 | 3,983 | 1.99B |
| 27 | anthropic-skills:built-in-browser | 27 | 6,207 | 1.94B |
| 28 | improve | 4 | 10,965 | 1.82B |
| 29 | verea-plan | 2 | 10,603 | 1.82B |
| 30 | plan-change | 1 | 5,849 | 1.69B |
| 31 | artifact-capabilities | 25 | 5,693 | 1.69B |
| 32 | matiks-pr-review | 6 | 8,295 | 1.63B |
| 33 | fix | 3 | 6,184 | 1.58B |
| 34 | bmad-quick-dev | 2 | 8,253 | 1.55B |
| 35 | canti:review | 1 | 11,135 | 1.54B |
| 36 | codex-review | 2 | 4,290 | 1.54B |
| 37 | get_started | 1 | 11,187 | 1.53B |
| 38 | design-engineering | 2 | 4,668 | 1.51B |
| 39 | superpowers:executing-plans | 19 | 4,062 | 1.51B |
| 40 | pr-review | 4 | 9,524 | 1.47B |
| 41 | superpowers:requesting-code-review | 6 | 6,339 | 1.40B |
| 42 | ck-plan | 3 | 5,880 | 1.39B |
| 43 | canti:brainstorming | 1 | 8,534 | 1.29B |
| 44 | rca | 1 | 6,999 | 1.27B |
| 45 | docs | 39 | 6,120 | 1.25B |
| 46 | external-writing | 4 | 3,310 | 1.25B |
| 47 | anti-slop | 1 | 4,475 | 1.21B |
| 48 | create-linear-issue | 4 | 3,095 | 1.14B |
| 49 | chrome-browser | 26 | 5,023 | 1.13B |
| 50 | argent-device-interact | 7 | 4,464 | 1.13B |
| 51 | reverse-engineer-anything | 9 | 5,182 | 1.09B |
| 52 | run | 55 | 4,972 | 1.04B |
| 53 | fix-pr-comments | 1 | 1,578 | 988.3M |
| 54 | ship-ticket | 1 | 4,040 | 985.6M |
| 55 | slack-scrape | 1 | 11,490 | 977.8M |
| 56 | impeccable | 17 | 4,195 | 966.5M |
| 57 | ship-loop | 1 | 5,102 | 957.3M |
| 58 | bmad-code-review | 3 | 4,139 | 949.2M |
| 59 | e2e-proof | 2 | 4,407 | 940.5M |
| 60 | canti:plan-review | 1 | 4,952 | 927.0M |
| 61 | mobile-changeset | 1 | 3,350 | 881.0M |
| 62 | sonar | 1 | 8,371 | 878.4M |
| 63 | verea-tdd | 2 | 4,261 | 862.2M |
| 64 | opus-orchestrate-sonnet-workers | 1 | 9,355 | 841.9M |
| 65 | hyperframes | 15 | 3,216 | 814.6M |
| 66 | scan-primary-inbox | 1 | 4,032 | 795.0M |
| 67 | resolve-agent-reviews | 1 | 2,201 | 775.4M |
| 68 | deep-task | 1 | 6,524 | 771.9M |
| 69 | create-github-pr | 4 | 2,033 | 738.9M |
| 70 | verea-docs-writing | 2 | 3,928 | 729.3M |
| 71 | anthropic-skills:deep-research | 10 | 5,886 | 723.7M |
| 72 | browse | 10 | 3,922 | 694.3M |
| 73 | anthropic-skills:computer-use | 12 | 2,258 | 693.6M |
| 74 | address-pr-feedback | 2 | 1,114 | 677.0M |
| 75 | emil-design-eng | 7 | 3,290 | 657.1M |
| 76 | review | 17 | 3,552 | 656.5M |
| 77 | bmad-create-story | 2 | 5,840 | 626.6M |
| 78 | arena | 1 | 2,865 | 626.5M |
| 79 | brand:apply-kamino-product-ci | 1 | 2,289 | 595.3M |
| 80 | webengage-weekly-run | 1 | 3,651 | 592.3M |
| 81 | db-access | 1 | 3,877 | 585.9M |
| 82 | daily | 1 | 1,077 | 584.2M |
| 83 | compound-engineering:ce-work | 2 | 2,202 | 578.2M |
| 84 | wiki-recap | 1 | 2,592 | 574.0M |
| 85 | ak-cook | 1 | 2,320 | 566.4M |
| 86 | plan-review | 1 | 2,667 | 560.1M |
| 87 | anthropic-skills:google-workspace | 9 | 1,910 | 554.4M |
| 88 | superpowers:receiving-code-review | 13 | 2,469 | 539.5M |
| 89 | investigate-user | 3 | 3,343 | 534.3M |
| 90 | pi-review | 1 | 1,752 | 527.5M |
| 91 | argent-react-native-app-workflow | 4 | 2,170 | 525.0M |
| 92 | anthropic-skills:pdf | 16 | 2,090 | 519.2M |
| 93 | canti:plan | 1 | 3,734 | 516.8M |
| 94 | frontend-design | 12 | 2,078 | 506.3M |
| 95 | cook-quick-frontend | 3 | 1,665 | 500.1M |
| 96 | linear-context | 2 | 3,278 | 498.1M |
| 97 | ui-ux-pro-max | 5 | 1,860 | 496.7M |
| 98 | consolidate | 1 | 3,831 | 495.9M |
| 99 | ecs-scripts | 1 | 2,420 | 481.2M |
| 100 | ego-browser | 3 | 4,651 | 479.7M |
| 2% |
| 03 | Claude_Browser · computer | 93 | 27,862 | 8.43B | 6% |
| 04 | Claude_Browser · javascript_tool | 90 | 24,382 | 7.77B | 4% |
| 05 | claude-in-chrome · computer | 87 | 29,897 | 7.42B | 4% |
| 06 | ccd_turn · wrap_up | 66 | 21,892 | 5.93B | 1% |
| 07 | Claude_Browser · browser_batch | 79 | 17,408 | 5.55B | 7% |
| 08 | claude-in-chrome · javascript_tool | 81 | 23,771 | 5.44B | 6% |
| 09 | Claude_Code_iOS_Simulator · control | 19 | 10,496 | 3.95B | 1% |
| 10 | Claude_Browser · navigate | 88 | 10,462 | 3.09B | 6% |
| 11 | claude-in-chrome · navigate | 96 | 9,221 | 2.07B | 3% |
| 12 | UnityMCP · execute_code | 2 | 4,340 | 1.83B | 0% |
| 13 | Claude_Browser · resize_window | 76 | 5,518 | 1.55B | 3% |
| 14 | postgres-prod · query | 1 | 7,563 | 1.54B | 9% |
| 15 | claude-in-chrome · find | 77 | 5,585 | 1.48B | 14% |
| 16 | Claude_Browser · find | 74 | 4,673 | 1.44B | 5% |
| 17 | Claude_Browser · preview_start | 96 | 4,355 | 1.25B | 10% |
| 18 | claude-in-chrome · tabs_context_mcp | 111 | 5,235 | 1.12B | 3% |
| 19 | Claude_Preview · preview_eval | 14 | 3,325 | 947.7M | 7% |
| 20 | claude-in-chrome · tabs_close_mcp | 73 | 3,569 | 754.5M | 3% |
| 21 | claude-in-chrome · get_page_text | 74 | 3,980 | 695.5M | 21% |
| 22 | Claude_Browser · get_page_text | 75 | 2,808 | 653.7M | 2% |
| 23 | Claude_Browser · read_console_messages | 75 | 2,104 | 621.0M | 2% |
| 24 | plugin_context-mode_context-mode · ctx_execute | 2 | 3,509 | 563.0M | 1% |
| 25 | terminal · read_terminal | 54 | 1,823 | 518.2M | 0% |
| 26 | Claude_Browser · preview_stop | 69 | 1,547 | 507.4M | 6% |
| 27 | claude_ai_Gmail · search_threads | 29 | 2,313 | 495.0M | 1% |
| 28 | linear · save_issue | 8 | 2,207 | 488.5M | 2% |
| 29 | argent · gesture-tap | 10 | 1,705 | 486.7M | 0% |
| 30 | postgres-dev · query | 1 | 1,437 | 477.6M | 18% |
| 31 | Roblox_Studio · execute_luau | 1 | 1,221 | 472.4M | 7% |
| 32 | linear-server · save_issue | 8 | 1,557 | 441.9M | 6% |
| 33 | ccd_session · mark_chapter | 84 | 2,431 | 438.5M | 0% |
| 34 | argent · run-sequence | 9 | 1,377 | 435.8M | 0% |
| 35 | t3-code · t3_background_wait | 11 | 1,245 | 425.9M | 2% |
| 36 | linear-server · get_issue | 8 | 2,796 | 405.9M | 0% |
| 37 | argent · debugger-evaluate | 7 | 1,301 | 404.3M | 6% |
| 38 | Claude_Browser · read_page | 56 | 1,472 | 402.2M | 1% |
| 39 | argent · await-ui-element | 9 | 1,179 | 382.0M | 1% |
| 40 | t3-code · delegate_task | 9 | 2,586 | 372.0M | 1% |
| 41 | argent · screenshot | 11 | 1,261 | 351.3M | 0% |
| 42 | sequential-thinking · sequentialthinking | 1 | 1,098 | 345.2M | 1% |
| 43 | claude_ai_Claude_Docs · update | 44 | 1,144 | 342.5M | 3% |
| 44 | claude_ai_Linear · save_issue | 7 | 1,313 | 338.6M | 10% |
| 45 | ccd_pr · get_status | 37 | 1,133 | 334.3M | 0% |
| 46 | claude_ai_Linear · save_comment | 6 | 1,290 | 332.8M | 0% |
| 47 | claude_ai_Slack · slack_read_channel | 13 | 3,518 | 327.4M | 1% |
| 48 | mobile · mobile_click_on_screen_at_coordinates | 1 | 1,028 | 327.3M | 1% |
| 49 | last9 · prometheus_instant_query | 5 | 1,542 | 327.0M | 13% |
| 50 | UnityMCP · manage_editor | 2 | 678 | 318.0M | 0% |
| # | Tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | Bash | 281 | 4,803,333 | 991.15B | 3% |
| 02 | exec | 206 | 1,192,290 | 154.96B | 0% |
| 03 | Read | 281 | 885,770 | 120.35B | 1% |
| 04 | Edit | 273 | 453,463 | 105.82B | 3% |
| 05 | Write | 276 | 254,301 | 57.75B | 2% |
| 06 | exec_command | 121 | 667,904 | 36.86B | 0% |
| 07 | WebFetch | 251 | 184,563 | 17.62B | 4% |
| 08 | apply_patch | 131 | 114,707 | 14.46B | 0% |
| 09 | Agent | 239 | 56,817 | 13.63B | 2% |
| 10 | WebSearch | 240 | 118,146 | 10.43B | 1% |
| 11 | ToolSearch | 255 | 71,883 | 9.78B | 0% |
| 12 | send_message | 102 | 74,460 | 9.73B | 0% |
| 13 | write_stdin | 104 | 91,196 | 9.51B | 0% |
| 14 | wait | 169 | 62,415 | 8.47B | 0% |
| 15 | shell_command | 50 | 138,328 | 7.36B | 0% |
| 16 | js | 144 | 51,566 | 7.10B | 0% |
| 17 | PowerShell | 49 | 26,261 | 6.31B | 12% |
| 18 | StructuredOutput | 96 | 50,022 | 5.36B | 9% |
| 19 | SendMessage | 144 | 22,221 | 5.18B | 0% |
| 20 | TaskUpdate | 124 | 18,634 | 4.74B | 0% |
| 21 | Monitor | 186 | 16,731 | 4.54B | 4% |
| 22 | Grep | 121 | 46,683 | 4.43B | 2% |
| 23 | SubagentHandback | 115 | 21,302 | 4.22B | 0% |
| 24 | AskUserQuestion | 255 | 13,842 | 3.43B | 7% |
| 25 | wait_agent | 97 | 53,661 | 3.09B | 0% |
| 26 | Artifact | 149 | 10,519 | 2.92B | 5% |
| 27 | Skill | 244 | 18,712 | 2.81B | 1% |
| 28 | TaskCreate | 126 | 10,994 | 2.35B | 1% |
| 29 | TaskStop | 210 | 9,841 | 2.28B | 4% |
| 30 | sleep | 96 | 11,948 | 1.80B | 0% |
| 31 | shell | 10 | 21,968 | 1.76B | 0% |
| 32 | view_file | 2 | 4,692 | 1.57B | 0% |
| 33 | SendUserFile | 119 | 4,704 | 1.57B | 2% |
| 34 | update_plan | 105 | 13,290 | 1.48B | 0% |
| 35 | manage_task | 2 | 2,239 | 1.36B | 0% |
| 36 | run_command | 3 | 5,971 | 1.05B | 0% |
| 37 | ScheduleWakeup | 127 | 3,244 | 1.04B | 2% |
| 38 | followup_task | 80 | 8,271 | 891.5M | 0% |
| 39 | Glob | 98 | 24,635 | 874.1M | 1% |
| 40 | Workflow | 86 | 2,575 | 858.8M | 6% |
| 41 | TodoWrite | 33 | 3,855 | 790.0M | 0% |
| 42 | spawn_agent | 117 | 10,823 | 679.8M | 0% |
| 43 | write_to_file | 2 | 2,717 | 629.8M | 0% |
| 44 | list_agents | 87 | 6,201 | 596.5M | 0% |
| 45 | view_image | 86 | 6,561 | 567.5M | 0% |
| 46 | replace_file_content | 2 | 1,392 | 526.8M | 0% |
| 47 | ArtifactData | 24 | 2,325 | 420.4M | 14% |
| 48 | run | 17 | 3,324 | 377.9M | 0% |
| 49 | request_user_input_async | 116 | 2,783 | 364.1M | 0% |
| 50 | ListAgents | 98 | 1,352 | 343.0M | 0% |